{"id":"W4403398189","doi":"10.1080/14992027.2024.2402845","title":"New Brunswick HEARS: outcomes of a community-delivered hearing intervention adapted for older adults in Atlantic Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Audiology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Audiology; Intervention (counseling); Medicine; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004374135,0.00007315833,0.0002199518,0.000252181,0.00002408703,0.00001967427,0.0002758538,0.00004940445,0.00003274463],"category_scores_gemma":[0.001051023,0.00006024786,0.0001287828,0.0000937486,0.00003490303,0.000132488,0.00004845696,0.0002765734,0.000001244547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001964464,"about_ca_system_score_gemma":0.0005767756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2541627,"about_ca_topic_score_gemma":0.1087231,"domain_scores_codex":[0.9988031,0.0002040969,0.0005719333,0.00008885313,0.000215877,0.0001161544],"domain_scores_gemma":[0.9983907,0.001139896,0.0001819003,0.00006962744,0.0001744959,0.00004337456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003312552,0.001158349,0.5776379,0.001021573,0.0007357937,0.0004938527,0.01845386,0.005960939,0.1538206,0.02368915,0.007522189,0.2061932],"study_design_scores_gemma":[0.001573642,0.0003324495,0.9917184,0.0008143393,0.00001079921,0.0001750372,0.0003717954,0.001174943,0.002164075,0.001167627,0.0004241441,0.0000727787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919254,0.0001088478,0.003107715,0.003114274,0.001586798,0.0001121954,0.000005941053,0.000006585849,0.0000322076],"genre_scores_gemma":[0.9991213,0.00002476025,0.000488262,0.0001891653,0.00008281569,0.000001443811,0.00000313472,0.000008177385,0.0000809393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4140804,"threshold_uncertainty_score":0.9075404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191288269185042,"score_gpt":0.3242580869080442,"score_spread":0.2923452042161938,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}